""" This module defines a singleton object, "invisible_watermark" that wraps the invisible watermark model. It respects the global "invisible_watermark" configuration variable, that allows the watermarking to be supressed. """ import cv2 import numpy as np from imwatermark import WatermarkEncoder from PIL import Image import invokeai.backend.util.logging as logger from invokeai.app.services.config.config_default import get_config config = get_config() class InvisibleWatermark: """ Wrapper around InvisibleWatermark module. """ @classmethod def add_watermark(cls, image: Image.Image, watermark_text: str) -> Image.Image: logger.debug(f'Applying invisible watermark "{watermark_text}"') bgr = cv2.cvtColor(np.array(image.convert("RGB")), cv2.COLOR_RGB2BGR) encoder = WatermarkEncoder() encoder.set_watermark("bytes", watermark_text.encode("utf-8")) bgr_encoded = encoder.encode(bgr, "dwtDct") return Image.fromarray(cv2.cvtColor(bgr_encoded, cv2.COLOR_BGR2RGB)).convert("RGBA")